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title, type, tags, last_updated
title type tags last_updated
idea-reality-mcp entity
2026-04-22

Overview

基于 MCPModel Context Protocol 的竞争分析 MCP 服务器,在 AI 项目启动前扫描 GitHub、Hacker News、npm、PyPI、Product Hunt 五个真实数据源,返回 reality_signal 分数0-100评估赛道拥挤度并提供竞品信息和转向建议。

Type

产品 / MCP Server

Installation

uvx idea-reality-mcp

Configuration (OpenClaw)

{
  "mcpServers": {
    "idea-reality": {
      "command": "uvx",
      "args": ["idea-reality-mcp"]
    }
  }
}

API: idea_check()

输入:项目想法描述(字符串) 输出:

  • reality_signal0-100 拥挤度评分
  • top_competitors:竞品列表(含 stars、描述
  • pivot_hints:转向建议

Usage Rules (OpenClaw Instructions)

Before starting any new project, feature, or tool, always run idea_check first.

Rules:
- If reality_signal > 70: STOP. Report top 3 competitors with star counts.
  Ask if I want to proceed, pivot, or abandon.
- If reality_signal 30-70: Show results and pivot_hints.
  Suggest a niche angle that existing projects don't cover.
- If reality_signal < 30: Proceed to build.
  Mention that the space is open.
- Always show the reality_signal score and top competitors before writing any code.

Data Sources

  • GitHub仓库数量、Star 分布)
  • Hacker News讨论热度
  • npmNode.js 包生态)
  • PyPIPython 包生态)
  • Product Hunt早期产品关注度